Datasets:

hamdanzameer
/

CosFunc-HO

ingredient_name stringlengths 3 507 ⌀	raw_label stringclasses 172 values	clean_label stringclasses 37 values	parent_label stringclasses 25 values	domain_label stringclasses 8 values
Origanum Vulgare Leaf Extract	Skin Conditioning	Skin Conditioning	Skin Conditioning	Conditioning Agents
Perfluoromethylcyclopentane	Skin conditioning	Skin Conditioning	Skin Conditioning	Conditioning Agents
Perfluoromethylcyclopentane	Solvent	Solvent	Solvent	Solvents & Carriers
Plukenetia Huayllabambana Seed Oil	Hair Conditioning	Hair Conditioning	Hair Conditioning	Conditioning Agents
Plukenetia Huayllabambana Seed Oil	Skin Conditioning - Emollient	Skin Conditioning - Emollient	Skin Conditioning	Conditioning Agents
Plukenetia Huayllabambana Seed Oil	Skin Conditioning - Humectant	Skin Conditioning - Humectant	Skin Conditioning	Conditioning Agents
Morinda Citrifolia Fruit Juice	Skin conditioning	Skin Conditioning	Skin Conditioning	Conditioning Agents
Saccharomyces/cornus Officinalis Fruit/angelica Acutiloba Root/deer Antler/thyme Ferment Filtrate	Skin Conditioning	Skin Conditioning	Skin Conditioning	Conditioning Agents
PEG/PPG-23/50 copolymer	Solvent	Solvent	Solvent	Solvents & Carriers
Solanum Quitoense Fruit Juice	Skin Conditioning	Skin Conditioning	Skin Conditioning	Conditioning Agents
Citrus Paradisi Juice Extract	Antioxidant	Antioxidant	Antioxidant	Protective & Preservation Agents
Citrus Paradisi Juice Extract	Skin Conditioning	Skin Conditioning	Skin Conditioning	Conditioning Agents
Citrus Paradisi Juice Extract	Skin Conditioning - Emollient	Skin Conditioning - Emollient	Skin Conditioning	Conditioning Agents
Disperse blue 1	Hair coloring	Hair Coloring	Hair Coloring	Hair Treatment & Styling
Hydroxyisoleucine	Humectant	Humectant	Humectant	Conditioning Agents
Hydroxyisoleucine	Skin Conditioning	Skin Conditioning	Skin Conditioning	Conditioning Agents
Fraxinus Excelsior Leaf Extract	Skin Conditioning	Skin Conditioning	Skin Conditioning	Conditioning Agents
AMP-ISOSTEAROYL GELATIN/KERATIN AMINO ACIDS/LYSINE HYDROXYPROPYLTRIMONIUM CHLORIDE	Surfactant	Surfactant	Surfactant	Surfactants & Cleansing Agents
C8-18 Alkoxy Hydroxypropyl Xanthan Gum Crosspolymer	Film Forming	Film Forming	Film Forming	Sensory & Aesthetic Agents
Pantoea Vagans/human Bone Marrow Stem Cell Conditioned Media/1,2-hexanediol Ferment Extract Filtrate	Humectant	Humectant	Humectant	Conditioning Agents
Pantoea Vagans/human Bone Marrow Stem Cell Conditioned Media/1,2-hexanediol Ferment Extract Filtrate	Skin Conditioning	Skin Conditioning	Skin Conditioning	Conditioning Agents
Sanguisorba Officinalis Xylem Sap	Skin Conditioning	Skin Conditioning	Skin Conditioning	Conditioning Agents
Bacillus/lithospermum Erythrorhizon Root/soybean Ferment Filtrate	Antioxidant	Antioxidant	Antioxidant	Protective & Preservation Agents
Bacillus/lithospermum Erythrorhizon Root/soybean Ferment Filtrate	Hair Conditioning	Hair Conditioning	Hair Conditioning	Conditioning Agents
Bacillus/lithospermum Erythrorhizon Root/soybean Ferment Filtrate	Skin Conditioning	Skin Conditioning	Skin Conditioning	Conditioning Agents
Bacillus/lithospermum Erythrorhizon Root/soybean Ferment Filtrate	Skin Conditioning - Emollient	Skin Conditioning - Emollient	Skin Conditioning	Conditioning Agents
Bacillus/Aphanizomenon Flos-Aquae/Soybean Ferment Filtrate	Antioxidant	Antioxidant	Antioxidant	Protective & Preservation Agents
Bacillus/Aphanizomenon Flos-Aquae/Soybean Ferment Filtrate	Emollient	Emollient	Emollient	Conditioning Agents
Bacillus/Aphanizomenon Flos-Aquae/Soybean Ferment Filtrate	Skin conditioning	Skin Conditioning	Skin Conditioning	Conditioning Agents
Oleyl Alcohol	Surfactant,	Surfactant	Surfactant	Surfactants & Cleansing Agents
Polyxylose	Skin conditioning	Skin Conditioning	Skin Conditioning	Conditioning Agents
Coniogramme Japonica Extract	Skin Conditioning	Skin Conditioning	Skin Conditioning	Conditioning Agents
Pseudozyma Epicola/apricot Kernel Oil/olive Fruit Oil/sweet Almond Oil/sunflower Seed Oil/artemisia Princeps Extract Ferment Extract Filtrate	Hair Conditioning	Hair Conditioning	Hair Conditioning	Conditioning Agents
Pseudozyma Epicola/apricot Kernel Oil/olive Fruit Oil/sweet Almond Oil/sunflower Seed Oil/artemisia Princeps Extract Ferment Extract Filtrate	Skin Conditioning - Humectant	Skin Conditioning - Humectant	Skin Conditioning	Conditioning Agents
Pseudozyma Epicola/apricot Kernel Oil/olive Fruit Oil/sweet Almond Oil/sunflower Seed Oil/artemisia Princeps Extract Ferment Extract Filtrate	Skin Conditioning - Miscellaneous	Skin Conditioning - Miscellaneous	Skin Conditioning	Conditioning Agents
Pseudozyma Epicola/apricot Kernel Oil/olive Fruit Oil/sweet Almond Oil/sunflower Seed Oil/artemisia Princeps Extract Ferment Extract Filtrate	Skin Protecting	Skin Protecting	Skin Protecting	Conditioning Agents
Hydrolyzed Wheat Flour	Skin conditioning	Skin Conditioning	Skin Conditioning	Conditioning Agents
Citrus Unshiu Fruit Water	Hair Conditioning	Hair Conditioning	Hair Conditioning	Conditioning Agents
Citrus Unshiu Fruit Water	Skin Conditioning	Skin Conditioning	Skin Conditioning	Conditioning Agents
Verbena Officinalis Flower Water	Skin Conditioning	Skin Conditioning	Skin Conditioning	Conditioning Agents
Aesculus Hippocastanum Seed Extract	Skin Conditioning	Skin Conditioning	Skin Conditioning	Conditioning Agents
Prunus Avium seed oil	Skin conditioning	Skin Conditioning	Skin Conditioning	Conditioning Agents
Prunus Avium seed oil	Emollient	Emollient	Emollient	Conditioning Agents
Prunus Avium seed oil	Emulsion Stabilizer	Emulsion Stabilizer	Emulsion Stabilizer	Formulation & Texture Modifiers
Sodium Cocoyl/hydrogenated Tallow Glutamate	Cleansing	Cleansing	Cleansing	Surfactants & Cleansing Agents
Sodium Cocoyl/hydrogenated Tallow Glutamate	Surfactant	Surfactant	Surfactant	Surfactants & Cleansing Agents
Ozonized Macadamia Seed Oil	Skin Conditioning	Skin Conditioning	Skin Conditioning	Conditioning Agents
Evening Primrose Oil	Emollient,	Emollient	Emollient	Conditioning Agents
Collagen Water	Humectant	Humectant	Humectant	Conditioning Agents
Collagen Water	Skin conditioning	Skin Conditioning	Skin Conditioning	Conditioning Agents
Collagen Water	Solvent	Solvent	Solvent	Solvents & Carriers
Benzimidazole Diamond Amidoethyl Urea Carbamoyl Propyl Polymethylsilsesquioxane	Colorant	Colorant	Colorant	Sensory & Aesthetic Agents
Bulnesia Sarmientoi Wood Oil	Skin conditioning	Skin Conditioning	Skin Conditioning	Conditioning Agents
bis-Demethoxycurcumin	Antioxidant (similar to Curcuminoids)	Antioxidant	Antioxidant	Protective & Preservation Agents
Ethyl ester of PVM/MA copolymer	Film-forming agent	Film-Forming Agent	Film	Sensory & Aesthetic Agents
Dimethyl ether	Solvent	Solvent	Solvent	Solvents & Carriers
Dimethyl ether	Viscosity Control	Viscosity Control	Viscosity Control	Formulation & Texture Modifiers
Sodium Acrylates/C10-30 Alkyl Acrylates Crosspolymer	Film-forming agent	Film-Forming Agent	Film	Sensory & Aesthetic Agents
Phaffia Rhodozyma Ferment Extract	Antioxidant	Antioxidant	Antioxidant	Protective & Preservation Agents
Phaffia Rhodozyma Ferment Extract	Skin Conditioning - Emollient	Skin Conditioning - Emollient	Skin Conditioning	Conditioning Agents
Crinum Zeylanicum Oil	Hair Conditioning	Hair Conditioning	Hair Conditioning	Conditioning Agents
Ceteareth	Emulsifier	Emulsifier	Emulsifier	Formulation & Texture Modifiers
Milk Lipids	Emollient	Emollient	Emollient	Conditioning Agents
PEG-75 Meadowfoam Oil	Emollient	Emollient	Emollient	Conditioning Agents
PEG-75 Meadowfoam Oil	Emulsifier	Emulsifier	Emulsifier	Formulation & Texture Modifiers
Ginkgo Biloba Leaf Cell Extract	Skin Protecting	Skin Protecting	Skin Protecting	Conditioning Agents
Arginine ferulate	Skin conditioning	Skin Conditioning	Skin Conditioning	Conditioning Agents
Cayaponia Tayuya Root Extract	Antioxidant	Antioxidant	Antioxidant	Protective & Preservation Agents
Cayaponia Tayuya Root Extract	Skin Conditioning	Skin Conditioning	Skin Conditioning	Conditioning Agents
Taxus Cuspidata Meristem Cell Culture Conditioned Media	Skin Protecting	Skin Protecting	Skin Protecting	Conditioning Agents
Cnidium Officinale Rhizome/glycyrrhiza Inflata Root Extract	Skin Conditioning - Miscellaneous	Skin Conditioning - Miscellaneous	Skin Conditioning	Conditioning Agents
Palm kernel alcohol	Emollient	Emollient	Emollient	Conditioning Agents
Palm kernel alcohol	Emulsifier	Emulsifier	Emulsifier	Formulation & Texture Modifiers
Hydrogenated jojoba wax	Emollient	Emollient	Emollient	Conditioning Agents
Prunus avium	Skin conditioning	Skin Conditioning	Skin Conditioning	Conditioning Agents
Polianthes Tuberosa Flower Wax	Skin conditioning	Skin Conditioning	Skin Conditioning	Conditioning Agents
Amino acid filaggrin based Antioxidants	Moisturizer,	Moisturizer	Moisturizer	Conditioning Agents
Diheptyl sodium sulfosuccinate	Surfactant	Surfactant	Surfactant	Surfactants & Cleansing Agents
Idebenone	Antioxidant	Antioxidant	Antioxidant	Protective & Preservation Agents
Sodium castorate	Surfactant	Surfactant	Surfactant	Surfactants & Cleansing Agents
Quercetin	Antioxidant	Antioxidant	Antioxidant	Protective & Preservation Agents
Quercetin	Skin conditioning	Skin Conditioning	Skin Conditioning	Conditioning Agents
Ornithine	Skin conditioning	Skin Conditioning	Skin Conditioning	Conditioning Agents
Citrus Aurantifolia Peel Oil Expressed	Fragrance	Fragrance	Fragrance	Sensory & Aesthetic Agents
Butyroyl trihexyl citrate	Emollient	Emollient	Emollient	Conditioning Agents
Polyhydroxybutyrate	Abrasive	Abrasive	Abrasive	Mechanical & Physical Agents
Polyhydroxybutyrate	Skin Conditioning	Skin Conditioning	Skin Conditioning	Conditioning Agents
Glycol ricinoleate	Emollient	Emollient	Emollient	Conditioning Agents
Glycol ricinoleate	Emulsifier	Emulsifier	Emulsifier	Formulation & Texture Modifiers
Royal Jelly Vesicles	Skin Conditioning - Miscellaneous	Skin Conditioning - Miscellaneous	Skin Conditioning	Conditioning Agents
Lard glycerides	Emollient	Emollient	Emollient	Conditioning Agents
Lard glycerides	Emulsifier	Emulsifier	Emulsifier	Formulation & Texture Modifiers
PEG/PPG-19/21 Copolymer	Solvent	Solvent	Solvent	Solvents & Carriers
Sphingolipids	Emollient	Emollient	Emollient	Conditioning Agents
Ammonium polyphosphates	Emulsifier, Stabilizing agent, pH Adjuster, Bulking agent, Emulsifying Salts	Emulsifier	Emulsifier	Formulation & Texture Modifiers
Opuntia Phaeacantha Fruit Juice	Humectant	Humectant	Humectant	Conditioning Agents
Sodium Sunflowerseedamphoacetate	Hair conditioning	Hair Conditioning	Hair Conditioning	Conditioning Agents
Rh-polypeptide-14	Skin Conditioning	Skin Conditioning	Skin Conditioning	Conditioning Agents
R-(dipeptide-43 Mussel Polypeptide-2 Dipeptide-44 Mussel Oligopeptide-1 Tetrapeptide-70 Mussel Polypeptide-2 Dipeptide-40 Sh-hexapeptide-5)	Hair Conditioning	Hair Conditioning	Hair Conditioning	Conditioning Agents
R-(dipeptide-43 Mussel Polypeptide-2 Dipeptide-44 Mussel Oligopeptide-1 Tetrapeptide-70 Mussel Polypeptide-2 Dipeptide-40 Sh-hexapeptide-5)	Skin Conditioning	Skin Conditioning	Skin Conditioning	Conditioning Agents

End of preview. Expand in Data Studio

language:

license: apache-2.0

task_categories:

text-classification
token-classification

tags:

cosmetics
llm
ontology
classification
multilabel-classification
machine-learning
nlp
hierarchical-classification
cosmetic-chemistry

size_categories:

1K<n<10K

CosFunc-HO: A Hierarchical Cosmetic Ingredient Function Dataset

Overview

CosFunc-HO is a cleaned and structured cosmetic ingredient function dataset developed from COSDNA data for research in Large Language Models (LLMs), ontology learning, multi-label classification, and cosmetic chemistry analysis.

The dataset contains more than 9,000 labeled cosmetic ingredient records and includes hierarchical functional annotations organized into multiple levels of abstraction.

This dataset was created as part of a research study on evaluating Large Language Models for cosmetic ingredient function prediction using hierarchical ontologies.